Explore the challenges and opportunities in building an open source foundation model ecosystem through this 34-minute talk by Ce Zhang at Data Council. Gain insights into balancing data quality, model architecture, and infrastructure while managing large-scale GPU clusters. Learn how to reason about data quality in a structured manner to improve model performance. Discover unique perspectives on technical issues in open source ecosystems and behind-the-scenes aspects of data science and AI development.
Building an Ecosystem for Open Foundation Models - Challenges and Opportunities
Data Council via YouTube
Overview
Syllabus
Building an Ecosystem for Open Foundation Models, Together
Taught by
Data Council
